A Distributional Perspective on Remaining Useful Life Prediction With Deep Learning and Quantile Regression

With the rapid development of information and sensor technology, the data-driven remaining useful lifetime (RUL) prediction methods have been acquired a successful development. Nowadays, the data-driven RUL methods are focused on estimating the RUL value. However, it is more important to quantify th...

Full description

Bibliographic Details
Main Authors: Ming Zhang, Duo Wang, Nasser Amaitik, Yuchun Xu
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Open Journal of Instrumentation and Measurement
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9887803/